Optimisation in Signal and Image Processing

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Optimisation in Signal and Image Processing is written by Patrick Siarry and published by John Wiley & Sons. It's available with International Standard Book Number or ISBN identification 1118623673 (ISBN 10) and 9781118623671 (ISBN 13).

This book describes the optimization methods most commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden Markov models; and metaheuristics (genetic algorithms, ant colony algorithms, cross-entropy, particle swarm optimization, estimation of distribution algorithms, and artificial immune systems).